Privacy Leakage

Machine Learning Models that Remember Too Much

Authors: Congzheng Song, Thomas Ristenpart, Vitaly Shmatikov | Published: 2017-09-22
Privacy Protection Mechanism
Privacy Leakage
Model Extraction Attack
2017.09.22 2025.05.28
Literature Database

Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting

Authors: Samuel Yeom, Irene Giacomelli, Matt Fredrikson, Somesh Jha | Published: 2017-09-05 | Updated: 2018-05-04
Privacy Analysis
Privacy Leakage
Membership Inference
2017.09.05 2025.05.28
Literature Database